University 2020 Modeling the world as a graph 2 Social networks friend follows The web Actor-movie networks London Zurich Berlin Transportation networks ??? Vasiliki Kalavri | Boston University 2020 3

derived results • Policy • each operator as a single-server queuing system • generalized Jackson networks • Action • predictive, at-once for all operators ??? Vasiliki Kalavri | Boston University 2020 derived results • Policy • each operator as a single-server queuing system • generalized Jackson networks • Action • predictive, at-once for all operators Too fine-grained, impractical for high-rate derived results • Policy • each operator as a single-server queuing system • generalized Jackson networks • Action • predictive, at-once for all operators Too fine-grained, impractical for high-rate

(IEEE Big Data ’18) • H. T. Kung, T. Blackwell, and A. Chapman. Credit-based flow control for atm networks: Credit update protocol, adaptive credit allocation and statistical multiplexing. (ACM SGCOMM’94)